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Volumn 8691 LNCS, Issue PART 3, 2014, Pages 299-314

Riemannian sparse coding for positive definite matrices

Author keywords

Region covariances; Riemannian distance; Sparse coding

Indexed keywords

CLASSIFICATION (OF INFORMATION); CODES (SYMBOLS); GEOMETRY; MATHEMATICAL MODELS;

EID: 84906510973     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-319-10578-9_20     Document Type: Conference Paper
Times cited : (41)

References (35)
  • 2
    • 84887400913 scopus 로고    scopus 로고
    • Kernel methods on the Riemannian manifold of symmetric positive definite matrices
    • Sandeep, J., Richard, H., Mathieu, S., Li, H., Harandi, M.: Kernel methods on the Riemannian manifold of symmetric positive definite matrices. In: CVPR (2013)
    • (2013) CVPR
    • Sandeep, J.1    Richard, H.2    Mathieu, S.3    Li, H.4    Harandi, M.5
  • 4
    • 84866426518 scopus 로고    scopus 로고
    • Covariance tracker
    • June
    • Porikli, F., Tuzel, O.: Covariance tracker. In: CVPR (June 2006)
    • (2006) CVPR
    • Porikli, F.1    Tuzel, O.2
  • 5
    • 84898426699 scopus 로고    scopus 로고
    • Bicov: A novel image representation for person re-identification and face verification
    • Ma, B., Su, Y., Jurie, F., et al.: Bicov: A novel image representation for person re-identification and face verification. In: BMVC (2012)
    • (2012) BMVC
    • Ma, B.1    Su, Y.2    Jurie, F.3
  • 6
    • 80052872734 scopus 로고    scopus 로고
    • Dirichlet process mixture models on symmetric positive definite matrices for appearance clustering in video surveillance applications
    • Cherian, A., Morellas, V., Papanikolopoulos, N., Bedros, S.J.: Dirichlet process mixture models on symmetric positive definite matrices for appearance clustering in video surveillance applications. In: IEEE CVPR, pp. 3417-3424 (2011)
    • (2011) IEEE CVPR , pp. 3417-3424
    • Cherian, A.1    Morellas, V.2    Papanikolopoulos, N.3    Bedros, S.J.4
  • 8
    • 84555170646 scopus 로고    scopus 로고
    • Affine object tracking using kernel-based region covariance descriptors
    • Wang, Y., Li, T. (eds.) ISKE 2011 Springer, Heidelberg
    • Ma, B.,Wu, Y., Sun, F.: Affine object tracking using kernel-based region covariance descriptors. In: Wang, Y., Li, T. (eds.) ISKE 2011. AISC, vol. 122, pp. 613-623. Springer, Heidelberg (2011)
    • (2011) AISC , vol.122 , pp. 613-623
    • Ma, B.1    Wu, Y.2    Sun, F.3
  • 9
    • 33845584374 scopus 로고    scopus 로고
    • Image denoising via learned dictionaries and sparse representation
    • Elad, M., Aharon, M.: Image denoising via learned dictionaries and sparse representation. In: CVPR (2006)
    • (2006) CVPR
    • Elad, M.1    Aharon, M.2
  • 10
    • 0030779611 scopus 로고    scopus 로고
    • Sparse coding with an overcomplete basis set: A strategy employed by V1
    • Olshausen, B., Field, D.: Sparse coding with an overcomplete basis set: A strategy employed by V1. Vision Research 37(23), 3311-3325 (1997)
    • (1997) Vision Research , vol.37 , Issue.23 , pp. 3311-3325
    • Olshausen, B.1    Field, D.2
  • 11
    • 84862649818 scopus 로고    scopus 로고
    • Learning sparse representations for human action recognition
    • Guha, T., Ward, R.K.: Learning sparse representations for human action recognition. PAMI 34(8), 1576-1588 (2012)
    • (2012) PAMI , vol.34 , Issue.8 , pp. 1576-1588
    • Guha, T.1    Ward, R.K.2
  • 12
    • 61549128441 scopus 로고    scopus 로고
    • Robust face recognition via sparse representation
    • Wright, J., Yang, A.Y., Ganesh, A., Sastry, S.S., Ma, Y.: Robust face recognition via sparse representation. PAMI 31(2), 210-227 (2009)
    • (2009) PAMI , vol.31 , Issue.2 , pp. 210-227
    • Wright, J.1    Yang, A.Y.2    Ganesh, A.3    Sastry, S.S.4    Ma, Y.5
  • 13
    • 79953040382 scopus 로고    scopus 로고
    • Linear spatial pyramid matching using sparse coding for image classification
    • Yang, J., Yu, K., Gong, Y., Huang, T.: Linear spatial pyramid matching using sparse coding for image classification. In: IEEE CVPR (2009)
    • (2009) IEEE CVPR
    • Yang, J.1    Yu, K.2    Gong, Y.3    Huang, T.4
  • 14
    • 29344452228 scopus 로고    scopus 로고
    • A Riemannian framework for tensor computing
    • Pennec, X., Fillard, P., Ayache, N.: A Riemannian framework for tensor computing. IJCV 66(1), 41-66 (2006)
    • (2006) IJCV , vol.66 , Issue.1 , pp. 41-66
    • Pennec, X.1    Fillard, P.2    Ayache, N.3
  • 15
    • 78149295108 scopus 로고    scopus 로고
    • Tensor sparse coding for region covariances
    • Daniilidis, K., Maragos, P., Paragios, N. (eds.) ECCV 2010, Part IV Springer, Heidelberg
    • Sivalingam, R., Boley, D., Morellas, V., Papanikolopoulos, N.: Tensor sparse coding for region covariances. In: Daniilidis, K., Maragos, P., Paragios, N. (eds.) ECCV 2010, Part IV. LNCS, vol. 6314, pp. 722-735. Springer, Heidelberg (2010)
    • (2010) LNCS , vol.6314 , pp. 722-735
    • Sivalingam, R.1    Boley, D.2    Morellas, V.3    Papanikolopoulos, N.4
  • 16
    • 80052399488 scopus 로고    scopus 로고
    • Generalized dictionary learning for symmetric positive definite matrices with application to nearest neighbor retrieval
    • Gunopulos, D., Hofmann, T., Malerba, D., Vazirgiannis, M. (eds.) ECML PKDD 2011, Part III Springer, Heidelberg
    • Sra, S., Cherian, A.: Generalized dictionary learning for symmetric positive definite matrices with application to nearest neighbor retrieval. In: Gunopulos, D., Hofmann, T., Malerba, D., Vazirgiannis, M. (eds.) ECML PKDD 2011, Part III. LNCS (LNAI), vol. 6913, pp. 318-332. Springer, Heidelberg (2011)
    • (2011) LNCS (LNAI) , vol.6913 , pp. 318-332
    • Sra, S.1    Cherian, A.2
  • 17
    • 33746724078 scopus 로고    scopus 로고
    • Log-Euclidean metrics for fast and simple calculus on diffusion tensors
    • Arsigny, V., Fillard, P., Pennec, X., Ayache, N.: Log-Euclidean metrics for fast and simple calculus on diffusion tensors. Magnetic Resonance in Medicine 56(2), 411-421 (2006)
    • (2006) Magnetic Resonance in Medicine , vol.56 , Issue.2 , pp. 411-421
    • Arsigny, V.1    Fillard, P.2    Pennec, X.3    Ayache, N.4
  • 18
    • 84906517514 scopus 로고    scopus 로고
    • Action recognition using sparse representation on covariance manifolds of optical flow
    • Guo, K., Ishwar, P., Konrad, J.: Action recognition using sparse representation on covariance manifolds of optical flow. In: IEEE AVSS (2010)
    • (2010) IEEE AVSS
    • Guo, K.1    Ishwar, P.2    Konrad, J.3
  • 19
    • 84897507377 scopus 로고    scopus 로고
    • On a nonlinear generalization of sparse coding and dictionary learning
    • Ho, J., Xie, Y., Vemuri, B.: On a nonlinear generalization of sparse coding and dictionary learning. In: ICML (2013)
    • (2013) ICML
    • Ho, J.1    Xie, Y.2    Vemuri, B.3
  • 20
    • 84867859318 scopus 로고    scopus 로고
    • Sparse coding and dictionary learning for symmetric positive definite matrices: A kernel approach
    • Fitzgibbon, A., Lazebnik, S., Perona, P., Sato, Y., Schmid, C. (eds.) ECCV 2012, Part II Springer, Heidelberg
    • Harandi, M.T., Sanderson, C., Hartley, R., Lovell, B.C.: Sparse coding and dictionary learning for symmetric positive definite matrices: A kernel approach. In: Fitzgibbon, A., Lazebnik, S., Perona, P., Sato, Y., Schmid, C. (eds.) ECCV 2012, Part II. LNCS, vol. 7573, pp. 216-229. Springer, Heidelberg (2012)
    • (2012) LNCS , vol.7573 , pp. 216-229
    • Harandi, M.T.1    Sanderson, C.2    Hartley, R.3    Lovell, B.C.4
  • 22
    • 84887400913 scopus 로고    scopus 로고
    • Kernel methods on the riemannian manifold of symmetric positive definite matrices
    • Jayasumana, S., Hartley, R., Salzmann, M., Li, H., Harandi, M.: Kernel methods on the riemannian manifold of symmetric positive definite matrices. In: CVPR (2013)
    • (2013) CVPR
    • Jayasumana, S.1    Hartley, R.2    Salzmann, M.3    Li, H.4    Harandi, M.5
  • 23
    • 84906508585 scopus 로고    scopus 로고
    • Log-euclidean kernels for sparse representation and dictionary learning
    • Li, P., Wang, Q., Zuo, W., Zhang, L.: Log-euclidean kernels for sparse representation and dictionary learning. In: IEEE ICCV (2013)
    • (2013) IEEE ICCV
    • Li, P.1    Wang, Q.2    Zuo, W.3    Zhang, L.4
  • 29
    • 77955995598 scopus 로고    scopus 로고
    • Optimizing Costly Functions with Simple Constraints: A Limited-Memory Projected Quasi-Newton Algorithm
    • Schmidt, M., van den Berg, E., Friedlander, M., Murphy, K.: Optimizing Costly Functions with Simple Constraints: A Limited-Memory Projected Quasi-Newton Algorithm. In: AISTATS (2009)
    • (2009) AISTATS
    • Schmidt, M.1    Van Den Berg, E.2    Friedlander, M.3    Murphy, K.4
  • 31
    • 37849007109 scopus 로고    scopus 로고
    • Texture and color segmentation based on the combined use of the structure tensor and the image components
    • Luis-García, R., Deriche, R., Alberola-López, C.: Texture and color segmentation based on the combined use of the structure tensor and the image components. Signal Processing 88(4), 776-795 (2008)
    • (2008) Signal Processing , vol.88 , Issue.4 , pp. 776-795
    • Luis-García, R.1    Deriche, R.2    Alberola-López, C.3
  • 34
    • 84455168545 scopus 로고    scopus 로고
    • A large-scale hierarchical multi-view rgb-d object dataset
    • Lai, K., Bo, L., Ren, X., Fox, D.: A large-scale hierarchical multi-view rgb-d object dataset. In: ICRA (2011)
    • (2011) ICRA
    • Lai, K.1    Bo, L.2    Ren, X.3    Fox, D.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.